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The vast majority of research involving active learning pedagogies uses passive lecture methods as a baseline. We propose to move beyond such comparisons to understand the mechanisms that make different active learning styles unique. Here,…

Physics Education · Physics 2021-05-10 Kelley Commeford , Eric Brewe , Adrienne Traxler

Programming instructors often conduct collaborative learning activities, such as Peer Instruction (PI), to enhance student motivation, engagement, and learning gains. However, the impact of group discussion and formation mechanisms on…

Computers and Society · Computer Science 2024-08-28 Tong Wu , Xiaohang Tang , Sam Wong , Xi Chen , Clifford A. Shaffer , Yan Chen

Although the use of active learning to increase learners' engagement has recently been introduced in a variety of methods, empirical experiments are lacking. In this study, we attempted to align two experiments in order to (1) make a…

Machine Learning · Computer Science 2020-11-10 Jaeseo Lim , Hwiyeol Jo , Byoung-Tak Zhang , Jooyong Park

Physics Education Research (PER) practitioners have engaged in substantial curriculum development and dissemination work in recent years. Yet, it appears that this work has had minimal influence on the fundamental teaching practices of…

Physics Education · Physics 2009-11-13 Charles Henderson , Melissa H. Dancy

Active learning has been proposed to reduce data annotation efforts by only manually labelling representative data samples for training. Meanwhile, recent active learning applications have benefited a lot from cloud computing services with…

Machine Learning · Computer Science 2022-11-28 Yu-Tong Cao , Jingya Wang , Baosheng Yu , Dacheng Tao

A considerable share of the literature on physics education and on education more broadly focuses on the principles which should guide the design of courses and of classroom activities. In this short article I wish to place more attention…

Physics Education · Physics 2023-04-12 Colin G. West

Students must learn effective problem solving strategies in order to develop expertise in physics. Effective problem solving strategies include a conceptual analysis of the problem followed by planning of the solution, and then…

Physics Education · Physics 2016-05-03 Andrew J. Mason , Chandralekha Singh

We present a novel interactive learning protocol that enables training request-fulfilling agents by verbally describing their activities. Unlike imitation learning (IL), our protocol allows the teaching agent to provide feedback in a…

Computation and Language · Computer Science 2021-06-16 Khanh Nguyen , Dipendra Misra , Robert Schapire , Miro Dudík , Patrick Shafto

Much work in physics education research (PER) characterizes faculty teaching practice in terms of whether faculty use specific named PER-based teaching methods, either with fidelity or with adaptation; we call this research paradigm the…

Physics Education · Physics 2020-07-22 Linda E. Strubbe , Adrian M. Madsen , Sarah B. McKagan , Eleanor C. Sayre

With rapid developments in consumer-level head-mounted displays and computer graphics, immersive VR has the potential to take online and remote learning closer to real-world settings. However, the effects of such digital transformations on…

Human-Computer Interaction · Computer Science 2021-05-10 Hong Gao , Efe Bozkir , Lisa Hasenbein , Jens-Uwe Hahn , Richard Göllner , Enkelejda Kasneci

Active learning is a proven pedagogical style that has demonstrated value by improving students' performance and classroom experience. In spite of the evidence, adoption of active learning in computer science remains relatively low. To…

Computers and Society · Computer Science 2018-08-08 Jesse Eickholt

The physics instruction at UC Davis for life science majors takes place in a long-standing reformed large-enrollment physics course in which the discussion/lab instructors (primarily graduate student teaching assistants) implement the…

Physics Education · Physics 2013-08-02 Emily A. West , Cassandra A. Paul , David Webb , Wendell H. Potter

Interactive computational environments can help students explore algorithmic concepts through collaborative hands-on experimentation. However, static and instructor controlled demos in lectures limit engagement. Even when interactive…

Human-Computer Interaction · Computer Science 2026-02-02 Sumedh Karajagi , Sampad Bhusan Mohanty , Bhaskar Krishnamachari

Project Based Learning (PBL), recognized as an active learning strategy, has been linked to self efficacy of student in prior studies, including those within Physics Education Research. Meanwhile, technological advancements have…

Physics Education · Physics 2026-02-17 Mutmainna , Edi Istiyono , Haryanto , Beta Wulan Febriana

The evolution of science education is a dynamic process driven by advances in pedagogy, technology, and especially, our understanding of how students learn. Educators are exploring innovative teaching and learning methodologies such as…

Physics Education · Physics 2024-07-15 Kalani Hettiarachchilage , Neel Haldolaarachchige

Teachers in conventional classrooms often ask learners to express themselves and show their thought processes by speaking out loud, drawing on a whiteboard, or even using physical objects. Despite the pedagogical value of such activities,…

Computers and Society · Computer Science 2015-07-07 Juho Kim , Elena L. Glassman , Andrés Monroy-Hernández , Meredith Ringel Morris

Physics education research has consistently shown that students have higher learning outcomes when enrolled in interactive-engagement courses. Consequently, many schools are actively reforming their introductory curricula. For courses where…

Physics Education · Physics 2016-02-26 Eric Hickok

Analyzing student behavior in educational scenarios is crucial for enhancing teaching quality and student engagement. Existing AI-based models often rely on classroom video footage to identify and analyze student behavior. While these…

Computers and Society · Computer Science 2025-03-11 Xian Gao , Jiacheng Ruan , Jingsheng Gao , Mingye Xie , Zongyun Zhang , Ting Liu , Yuzhuo Fu

Pre-class reading assignments help prepare students for active classes by providing a first exposure to the terms and concepts to be used during class. We investigate if the use of inquiry-oriented PhET-based activities in conjunction with…

Physics Education · Physics 2016-07-18 Jared B. Stang , Megan Barker , Sarah Perez , Joss Ives , Ido Roll

In visualization education, both science and humanities, the literature is often divided into two parts: the design aspect and the analysis of the visualization. However, we find limited discussion on how to motivate and engage…

Human-Computer Interaction · Computer Science 2021-01-20 Alon Friedman , Paul Rosen